medical image analysis

Benefits of Linear Conditioning for Segmentation using Metadata MIDL 2021 CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis ICCV 2021 Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States NAACL 2021 Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021 Towards Visual Question Answering on Pathology Images ACL 2021 Cross-View Correspondence Reasoning Based on Bipartite Graph Convolutional Network for Mammogram Mass Detection CVPR 2020 Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays EMNLP 2020 NeurReg: Neural Registration and Its Application to Image Segmentation WACV 2020 Towards Visual Dialog for Radiology ACL 2020 A Quantitative Analysis Platform for PD-L1 Immunohistochemistry based on Point-level Supervision Model IJCAI 2019 G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification AAAI 2019 Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019 Sparse Structured Prediction for Semantic Edge Detection in Medical Images MIDL 2019 Speech Organ Contour Extraction Using Real-Time MRI and Machine Learning Method Interspeech 2019 Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis AAAI 2019 Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 2018 Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NeurIPS 2018 Learning Distributions of Shape Trajectories From Longitudinal Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms CVPR 2018 Visual Feature Attribution Using Wasserstein GANs CVPR 2018 A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis CVPR 2016 Graph-Based Optimization with Tubularity Markov Tree for 3D Vessel Segmentation CVPR 2013 Stacked Predictive Sparse Coding for Classification of Distinct Regions in Tumor Histopathology ICCV 2013